Skip to main content
SpringerLink
Log in

Spherical torus-based video hashing for near-duplicate video detection

基于球环的相似视频检测视频哈希方法

  • Letter
  • Published:
Science China Information Sciences Aims and scope Submit manuscript

摘要

创新点

本文提出利用球环构造视频哈希的方法, 用于相似视频检测。 在该方法中, 视频片段被分成若干个视频立方体, 在每个立方体中, 对视频立方体的内切球进行均匀划分, 并把球环信息投影到一副图像上, 进而对该投影图像进行非负矩阵分解, 利用分解得到的系数构造视频哈希。 本文方法沿球面切线方向提取视频时空信息, 较好的捕捉了视频时空信息变化, 提高了相似视频检测的精度和区分度。

This is a preview of subscription content, log in via an institution to check access.

Access this article

Log in via an institution

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

References

  1. Lee S, Yoo C. Robust video fingerprinting for contentbased video identification. IEEE Trans Circuits Syst Video Tech, 2008, 18: 983–988

    Article  Google Scholar 

  2. Roover C D, Vleeschouwer C D, Lefebvre F, et al. Robust video hashing based on radial projections of key frames. IEEE Trans Signal Process, 2005, 53: 4020–4037

    Article  MathSciNet  Google Scholar 

  3. Coskun B, Sanku B, Memon N. Spatio-temporal transform based video hashing. IEEE Trans Multimedia, 2006, 8: 1190–1208

    Article  Google Scholar 

  4. Wei Z K, Zhao Y, Zhu C, et al. Frame fusion for video copy detection. IEEE Trans Circuits Syst Video Tech, 2011, 21: 15–28

    Article  Google Scholar 

  5. Nie X S, Liu J, Sun J D, et al. Robust video hashing based on representative-dispersive frames. Sci China Inf Sci, 2013, 56: 068104

    Article  MathSciNet  Google Scholar 

  6. Li M, Monga V. Robust video hashing via multilinear subspace projections. IEEE Trans Image Process, 2012, 21: 4397–4409

    Article  MathSciNet  Google Scholar 

  7. Tang Z J, Zhang S Q, Zhang S C. Robust perceptual image hashing based on ring partition and NMF. IEEE Trans Knowl Data Eng, 2014, 26: 711–724

    Article  Google Scholar 

Download references

Author information

Authors and Affiliations

  1. School of Computer Science and Technology, Shandong University of Finance and Economics, Jinan, 250014, China

    Xiushan Nie & Yane Chai

  2. School of Information Science and Engineering, Shandong University, Jinan, 250100, China

    Ju Liu & Jiande Sun

  3. School of Computer Science and Technology, Shandong University, Jinan, 250100, China

    Yilong Yin

  4. Digital Media Technology Key Laboratory of Shandong Province, Shandong University of Finance and Economics, Jinan, 250014, China

    Xiushan Nie

Authors
  1. Xiushan Nie
    View author publications

    You can also search for this author in PubMed Google Scholar

  2. Yane Chai
    View author publications

    You can also search for this author in PubMed Google Scholar

  3. Ju Liu
    View author publications

    You can also search for this author in PubMed Google Scholar

  4. Jiande Sun
    View author publications

    You can also search for this author in PubMed Google Scholar

  5. Yilong Yin
    View author publications

    You can also search for this author in PubMed Google Scholar

Corresponding author

Correspondence to Ju Liu.

Electronic supplementary material

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Nie, X., Chai, Y., Liu, J. et al. Spherical torus-based video hashing for near-duplicate video detection. Sci. China Inf. Sci. 59, 059101 (2016). https://doi.org/10.1007/s11432-016-5528-6

Download citation

  • Received:

  • Accepted:

  • Published:

  • DOI: https://doi.org/10.1007/s11432-016-5528-6

关键词

Search

Navigation